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change this line maybe usefull: //cv::Mat blob = cv::dnn::blobFromImage(frame,1./255.,Size(300,300)); cv::Mat blob = cv::dnn::blobFromImage(frame,1.0, Size(300,300)); model is uint8 has no need to normalize.